[PDF][PDF] 多机器人视觉同时定位与建图技术研究综述

阴贺生, 裴硕, 徐磊, 黄博 - 机械工程学报, 2022 - qikan.cmes.org
同时定位与建图(Simultaneous localization and mapping, SLAM) 技术是复杂, 动态且GPS
失效环境下多机器人系统(Multi-robot system, MRS) 协同工作的基础和关键技术 …

Deep reinforcement learning for decentralized multi-robot exploration with macro actions

AH Tan, FP Bejarano, Y Zhu, R Ren… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
Cooperative multi-robot teams need to be able to explore cluttered and unstructured
environments while dealing with communication dropouts that prevent them from …

Rapidly-exploring Random Trees multi-robot map exploration under optimization framework

L Zhang, Z Lin, J Wang, B He - Robotics and Autonomous Systems, 2020 - Elsevier
Abstract Rapidly-exploring Randomized Trees (RRT) is a kind of probabilistically complete
exploration algorithm based on the tree structure. It has been widely used in the robotic …

[PDF][PDF] Review of research on multi-robot visual simultaneous localization and mapping

阴贺生, 裴硕, 徐磊, 黄博 - Journal of Mechanical Engineering, 2022 - qikan.cmes.org
The simultaneous localization and mapping (SLAM) technology is the basis and key
technology for the collaborative work of multi-robot systems (MRS) in a complex, dynamic …

Exploring large and complex environments fast and efficiently

C Cao, H Zhu, H Choset, J Zhang - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
This paper describes a novel framework for autonomous exploration in large and complex
environments. We show that the framework is efficient as a result of its hierarchical structure …

The next frontier: Combining information gain and distance cost for decentralized multi-robot exploration

RG Colares, L Chaimowicz - Proceedings of the 31st Annual ACM …, 2016 - dl.acm.org
The exploration of unknown environments is an important task for autonomous robots. When
multiple robots are able to coordinate themselves to explore different areas of the …

On benchmarking of frontier-based multi-robot exploration strategies

J Faigl, M Kulich - 2015 european conference on mobile robots …, 2015 - ieeexplore.ieee.org
This paper tackles an evaluation and comparison of frontier-based exploration strategies to
create a grid map of unknown environment by a team of autonomous mobile robots. A …

Towards coordinated multirobot missions for lunar sample collection in an unknown environment

M Eich, R Hartanto, S Kasperski… - Journal of Field …, 2014 - Wiley Online Library
In this paper, the recent results of the space project IMPERA are presented. The goal of
IMPERA is the development of a multirobot planning and plan execution architecture with a …

A multi-robot cooperative exploration algorithm considering working efficiency and working load

M Zhao, H Lu, S Cheng, S Yang, Y Shi - Applied Soft Computing, 2022 - Elsevier
The cooperative exploration in unknown environment is a tough task for the multi-robot
system. The imbalance of individual workload caused by the weak autonomous cooperation …

Decentralized topological mapping for multi-robot autonomous exploration under low-bandwidth communication

J Bayer, J Faigl - 2021 European Conference on Mobile …, 2021 - ieeexplore.ieee.org
This paper concerns a mapping framework for multi-robot exploration of underground
environments with only very limited communication available. We focus on multi-robot map …